{"id":"W1510819614","doi":"10.1158/0008-5472.can-05-1513","title":"Multiple Microalterations Detected at High Frequency in Oral Cancer","year":2005,"lang":"en","type":"article","venue":"Cancer Research","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Dental and Craniofacial Research","keywords":"Tiling array; Comparative genomic hybridization; Genome; Gene; Biology; Computational biology; Cancer; Genetics; DNA microarray; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001860114,0.0001785712,0.0002339997,0.00106293,0.0001880239,0.0003163721,0.0001526045,0.0003371885,0.001389022],"category_scores_gemma":[0.0005673738,0.0001620531,0.0001319127,0.0005817247,0.0002625758,0.0001882903,0.0003941065,0.0002691266,0.0002312012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732626,"about_ca_system_score_gemma":0.00009238174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004186307,"about_ca_topic_score_gemma":0.000782806,"domain_scores_codex":[0.9996482,0.00003012913,0.0000182749,0.0001149924,0.0001284508,0.00005996347],"domain_scores_gemma":[0.9997137,0.00008721328,0.00009208809,0.00003472219,0.00003533817,0.00003676969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000305323,0.00003396778,0.08640718,0.00009181593,0.00006644533,0.001587194,0.0002013719,0.0002610046,0.8810641,0.0001704411,0.0002090766,0.02960207],"study_design_scores_gemma":[0.00002210802,0.0004936905,0.6973494,0.00001377173,0.0001736484,0.02042672,0.0003882675,0.001580989,0.2735388,0.0004782102,0.005516055,0.00001830686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945037,0.0014208,0.002911938,0.00005759023,0.00001360824,0.00001635417,0.0001362721,0.0000980081,0.0008416217],"genre_scores_gemma":[0.9971415,0.0002522711,0.001787173,0.00003056968,0.00001382282,0.00001984567,0.0002009545,0.00001059414,0.000543254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001389022,"threshold_uncertainty_score":0.004646778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600891827636665,"score_gpt":0.3405096641148513,"score_spread":0.3045007458384846,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}